Siegfried Handschuh

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 102

Top Venues

Karlsruhe Institute of Technology, Germany (PHD)

Education History

Karlsruhe Institute of Technology, Germany

PHD

Publications

Adria Pop, Jan Frederic Spörer, Siegfried Handschuh
The Structure of Financial Equity Research Reports - Identification of the Most Frequently Asked Questions in Financial Analyst Reports to Automate Equity Research Using Llama 3 and GPT-4. CoRR (2024)
Reto Gubelmann, Ioannis Katis, Christina Niklaus, Siegfried Handschuh
Capturing the Varieties of Natural Language Inference: A Systematic Survey of Existing Datasets and Two Novel Benchmarks. J. Log. Lang. Inf. 33 (1) (2024)
Reto Gubelmann, Michael Burkhard, Rositsa V. Ivanova, Christina Niklaus, Bernhard Bermeitinger, Siegfried Handschuh
Exploring the Usefulness of Open and Proprietary LLMs in Argumentative Writing Support. AIED Companion (2) (2024)
Reto Gubelmann, Aikaterini-Lida Kalouli, Christina Niklaus, Siegfried Handschuh
When Truth Matters - Addressing Pragmatic Categories in Natural Language Inference (NLI) by Large Language Models (LLMs). *SEM@ACL (2023)
Christina Niklaus, Matthias Cetto, André Freitas, Siegfried Handschuh
A Canonical Context-Preserving Representation for Open IE: Extracting Semantically Typed Relational Tuples from Complex Sentences. Knowl. Based Syst. 268 (2023)
Thomas Huber, Christina Niklaus, Siegfried Handschuh
Enhancing Educational Dialogues: A Reinforcement Learning Approach for Generating AI Teacher Responses. BEA@ACL (2023)
Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh
Make Deep Networks Shallow Again. CoRR (2023)
Wonseong Kim, Jan Frederic Spörer, Siegfried Handschuh
Analyzing FOMC Minutes: Accuracy and Constraints of Language Models. CoRR (2023)
Christina Niklaus, Matthias Cetto, André Freitas, Siegfried Handschuh
Discourse-Aware Text Simplification: From Complex Sentences to Linked Propositions. CoRR (2023)
Sandro Gössi, Ziwei Chen, Wonseong Kim, Bernhard Bermeitinger, Siegfried Handschuh
FinBERT-FOMC: Fine-Tuned FinBERT Model with Sentiment Focus Method for Enhancing Sentiment Analysis of FOMC Minutes. ICAIF (2023)
Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh
Make Deep Networks Shallow Again. KDIR (2023)
Reto Gubelmann, Peter Hongler, Elina Margadant, Siegfried Handschuh
On What it Means to Pay Your Fair Share: Towards Automatically Mapping Different Conceptions of Tax Justice in Legal Research Literature. NLLP@EMNLP (2022)
Tomas Hrycej, Bernhard Bermeitinger, Siegfried Handschuh
Number of Attention Heads vs. Number of Transformer-encoders in Computer Vision. KDIR (2022)
Tomas Hrycej, Bernhard Bermeitinger, Siegfried Handschuh
Training Neural Networks in Single vs. Double Precision. KDIR (2022)
Reto Gubelmann, Siegfried Handschuh
Uncovering More Shallow Heuristics: Probing the Natural Language Inference Capacities of Transformer-Based Pre-Trained Language Models Using Syllogistic Patterns. CoRR (2022)
Tomas Hrycej, Bernhard Bermeitinger, Siegfried Handschuh
Training Neural Networks in Single vs Double Precision. CoRR (2022)
Reto Gubelmann, Siegfried Handschuh
Context Matters: A Pragmatic Study of PLMs' Negation Understanding. ACL (1) (2022)
Tomas Hrycej, Bernhard Bermeitinger, Siegfried Handschuh
Number of Attention Heads vs Number of Transformer-Encoders in Computer Vision. CoRR (2022)
Macedo Maia, Juliano Efson Sales, André Freitas, Siegfried Handschuh, Markus Endres
A Comparative Study of Deep Neural Network Models on Multi-Label Text Classification in Finance. ICSC (2021)
Reto Gubelmann, Peter Hongler, Siegfried Handschuh
Exploring the Promises of Transformer-Based LMs for the Representation of Normative Claims in the Legal Domain. CoRR (2021)
Christina Niklaus, Matthias Cetto, André Freitas, Siegfried Handschuh
Context-Preserving Text Simplification. CoRR (2021)
Thiemo Wambsganss, Christina Niklaus, Matthias Söllner, Siegfried Handschuh, Jan Marco Leimeister
Supporting Cognitive and Emotional Empathic Writing of Students. CoRR (2021)
Thiemo Wambsganss, Christina Niklaus, Matthias Söllner, Siegfried Handschuh, Jan Marco Leimeister
Supporting Cognitive and Emotional Empathic Writing of Students. ACL/IJCNLP (1) (2021)
Macedo Maia, Siegfried Handschuh, Markus Endres
A Tag-Based Transformer Community Question Answering Learning-to-Rank Model in the Home Improvement Domain. DEXA (2) (2021)
Juliano Efson Sales, Katerina Tzafilkou, Adamantios Koumpis, Thomas Gees, Heinrich Zimmermann, Nicolaos Protogeros, Siegfried Handschuh
Let the End User in Peace: UX and Usability Aspects Related to the Design of Tutoring Systems. ITS (2020)
Thiemo Wambsganss, Christina Niklaus, Matthias Söllner, Siegfried Handschuh, Jan Marco Leimeister
A Corpus for Argumentative Writing Support in German. COLING (2020)
Simon Donig, Maria Christoforaki, Bernhard Bermeitinger, Siegfried Handschuh
Multimodaler Bedeutungstransfer vom Text zum Bild. Granulare Bildklassifikation durch Verteilungssemantik. DHd (2020)
Macedo Maia, Vivian Dos Santos Silva, Markus Endres, André Freitas, Siegfried Handschuh
Attentive recurrent text categorisation models using word-category cross embedding on financial comments. SAC (2020)
Thiemo Wambsganss, Christina Niklaus, Matthias Söllner, Siegfried Handschuh, Jan Marco Leimeister
A Corpus for Argumentative Writing Support in German. CoRR (2020)
Vivian Dos Santos Silva, André Freitas, Siegfried Handschuh
XTE: Explainable Text Entailment. CoRR (2020)
Simon Donig, Maria Christoforaki, Bernhard Bermeitinger, Siegfried Handschuh
Multimodal Semantic Transfer from Text to Image. Fine-Grained Image Classification by Distributional Semantics. CoRR (2020)
Juliano Efson Sales, André Freitas, Siegfried Handschuh
A User-centred Analysis of Explanations for a Multi-component Semantic Parser. NLDB (2020)
Thiemo Wambsganss, Christina Niklaus, Matthias Cetto, Matthias Söllner, Siegfried Handschuh, Jan Marco Leimeister
AL: An Adaptive Learning Support System for Argumentation Skills. CHI (2020)
Juliano Efson Sales, André Freitas, Douglas Oliveira, Adamantios Koumpis, Siegfried Handschuh
Revisiting Principles and Challenges in Natural Language Programming. JCKBSE (2020)
Christina Niklaus, Matthias Cetto, André Freitas, Siegfried Handschuh
DisSim: A Discourse-Aware Syntactic Text Simplification Framework for English and German. INLG (2019)
Simon Donig, Maria Christoforaki, Bernhard Bermeitinger, Siegfried Handschuh
Vom Bild zum Text und wieder zurück. DHd (2019)
Viktor Schlegel, Benedikt Lang, Siegfried Handschuh, André Freitas
Vajra: step-by-step programming with natural language. IUI (2019)
Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh
Singular Value Decomposition and Neural Networks. ICANN (2) (2019)
Vivian Dos Santos Silva, André Freitas, Siegfried Handschuh
Exploring Knowledge Graphs in an Interpretable Composite Approach for Text Entailment. AAAI (2019)
Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh
Singular Value Decomposition and Neural Networks. CoRR (2019)
Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh
Representational Capacity of Deep Neural Networks: A Computing Study. KDIR (2019)
Christina Niklaus, Matthias Cetto, André Freitas, Siegfried Handschuh
DisSim: A Discourse-Aware Syntactic Text Simplification Frameworkfor English and German. CoRR (2019)
Christina Niklaus, Matthias Cetto, André Freitas, Siegfried Handschuh
Transforming Complex Sentences into a Semantic Hierarchy. CoRR (2019)
Christina Niklaus, André Freitas, Siegfried Handschuh
MinWikiSplit: A Sentence Splitting Corpus with Minimal Propositions. INLG (2019)
Christina Niklaus, Matthias Cetto, André Freitas, Siegfried Handschuh
Transforming Complex Sentences into a Semantic Hierarchy. ACL (1) (2019)
Christina Niklaus, André Freitas, Siegfried Handschuh
MinWikiSplit: A Sentence Splitting Corpus with Minimal Propositions. CoRR (2019)
Vivian Dos Santos Silva, André Freitas, Siegfried Handschuh
On the Semantic Interpretability of Artificial Intelligence Models. CoRR (2019)
Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh
Representational Capacity of Deep Neural Networks - A Computing Study. CoRR (2019)
Siamak Barzegar, Juliano Efson Sales, André Freitas, Siegfried Handschuh, Brian Davis
DINFRA: A One Stop Shop for Computing Multilingual Semantic Relatedness. CoRR (2018)
Simon Donig, Maria Christoforaki, Bernhard Bermeitinger, Siegfried Handschuh
Bildanalyse durch Distant Viewing - zur Identifizierung von klassizistischem Mobiliar in Interieurdarstellungen. DHd (2018)
Macedo Maia, Siegfried Handschuh, André Freitas, Brian Davis, Ross McDermott, Manel Zarrouk, Alexandra Balahur
WWW'18 Open Challenge: Financial Opinion Mining and Question Answering. WWW (Companion Volume) (2018)
Srinivasan Mohana Arunachalam, Adamantios Koumpis, Siegfried Handschuh
Webometrics: Some Critical Issues of WWW Size Estimation Methods. Multimodal Technol. Interact. 2 (2) (2018)
Vivian Dos Santos Silva, André Freitas, Siegfried Handschuh
Building a Knowledge Graph from Natural Language Definitions for Interpretable Text Entailment Recognition. LREC (2018)
Gabriele Haas, Adamantios Koumpis, Siegfried Handschuh
Memes produzieren digitale Gefühle: Die Simpsons deuten Trump-Mania(c). DHd (2018)
Adamantios Koumpis, Maria Christoforaki, Siegfried Handschuh
The Robot Who Loved Me: Building Consciousness Models for Use in Human Robot Interaction Following a Collaborative Systems Approach. PRO-VE (2018)
Simon Donig, Siegfried Handschuh, Erik Radisch, Malte Rehbein, Canan Hastik, Hubertus Kohle, Björn Ommer
Der ferne Blick. Bildkorpora und Computer Vision in den Geistes- und Kulturwissenschaften - Stand - Visionen - Implikationen. DHd (2018)
Siamak Barzegar, Brian Davis, Siegfried Handschuh, André Freitas
Classification of composite semantic relations by a distributional-relational model. Data Knowl. Eng. 117 (2018)
Vivian Dos Santos Silva, Siegfried Handschuh, André Freitas
Recognizing and Justifying Text Entailment Through Distributional Navigation on Definition Graphs. AAAI (2018)
Matthias Cetto, Christina Niklaus, André Freitas, Siegfried Handschuh
Graphene: a Context-Preserving Open Information Extraction System. COLING (Demos) (2018)
Amina Amara, Hiba Sebei, Mohamed Ali Hadj Taieb, Mohamed Ben Aouicha, Keith Cortis, Adamantios Koumpis, Siegfried Handschuh
Longinos/Longinas: Towards Smart, Unified Working and Living Environments for the 70 to 90+. ICCHP (2) (2018)
Juliano Efson Sales, Siamak Barzegar, Wellington Franco, Bernhard Bermeitinger, Tiago Cunha, Brian Davis, André Freitas, Siegfried Handschuh
A Multilingual Test Collection for the Semantic Search of Entity Categories. LREC (2018)
Siamak Barzegar, André Freitas, Siegfried Handschuh, Brian Davis
Composite Semantic Relation Classification. CoRR (2018)
Juliano Efson Sales, André Freitas, Siegfried Handschuh
An Open Vocabulary Semantic Parser for End-User Programming Using Natural Language. ICSC (2018)
Vivian Dos Santos Silva, Manuela Hürlimann, Brian Davis, Siegfried Handschuh, André Freitas
Semantic Relation Classification: Task Formalisation and Refinement. CoRR (2018)
Vivian Dos Santos Silva, Siegfried Handschuh, André Freitas
Categorization of Semantic Roles for Dictionary Definitions. CoRR (2018)
Juliano Efson Sales, Leonardo Souza, Siamak Barzegar, Brian Davis, André Freitas, Siegfried Handschuh
Indra: A Word Embedding and Semantic Relatedness Server. LREC (2018)
Vivian Dos Santos Silva, André Freitas, Siegfried Handschuh
Word Tagging with Foundational Ontology Classes: Extending the WordNet-DOLCE Mapping to Verbs. CoRR (2018)
Siamak Barzegar, Brian Davis, Manel Zarrouk, Siegfried Handschuh, André Freitas
SemR-11: A Multi-Lingual Gold-Standard for Semantic Similarity and Relatedness for Eleven Languages. LREC (2018)
Macedo Maia, André Freitas, Siegfried Handschuh
FinSSLx: A Sentiment Analysis Model for the Financial Domain Using Text Simplification. ICSC (2018)
Christina Niklaus, Matthias Cetto, André Freitas, Siegfried Handschuh
A Survey on Open Information Extraction. COLING (2018)
Matthias Cetto, Christina Niklaus, André Freitas, Siegfried Handschuh
Graphene: Semantically-Linked Propositions in Open Information Extraction. CoRR (2018)
Matthias Cetto, Christina Niklaus, André Freitas, Siegfried Handschuh
Graphene: A Context-Preserving Open Information Extraction System. CoRR (2018)
Siamak Barzegar, Brian Davis, Siegfried Handschuh, André Freitas
Multilingual Semantic Relatedness Using Lightweight Machine Translation. ICSC (2018)
André Freitas, Siamak Barzegar, Juliano Efson Sales, Siegfried Handschuh, Brian Davis
Semantic Relatedness for All (Languages): A Comparative Analysis of Multilingual Semantic Relatedness Using Machine Translation. CoRR (2018)
Vivian Dos Santos Silva, André Freitas, Siegfried Handschuh
Building a Knowledge Graph from Natural Language Definitions for Interpretable Text Entailment Recognition. CoRR (2018)
Christina Niklaus, Matthias Cetto, André Freitas, Siegfried Handschuh
A Survey on Open Information Extraction. CoRR (2018)
Matthias Cetto, Christina Niklaus, André Freitas, Siegfried Handschuh
Graphene: Semantically-Linked Propositions in Open Information Extraction. COLING (2018)
Simon Donig, Maria Christoforaki, Siegfried Handschuh, Bernhard Bermeitinger
Neoclassica - an open framework for research in Neoclassicism. DH (2017)
Bernhard Bermeitinger, André Freitas, Simon Donig, Siegfried Handschuh
Object classification in images of Neoclassical furniture using Deep Learning. CoRR (2017)
Bernhard Bermeitinger, Maria Christoforaki, Simon Donig, Siegfried Handschuh
Object Classification in Images of Neoclassical Artifacts Using Deep Learning. CoRR (2017)
Keith Cortis, André Freitas, Tobias Daudert, Manuela Hürlimann, Manel Zarrouk, Siegfried Handschuh, Brian Davis
SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Microblogs and News. SemEval@ACL (2017)
Jelena Mitrovic, Cliff O'Reilly, Miljana Mladenovic, Siegfried Handschuh
Ontological representations of rhetorical figures for argument mining. Argument Comput. 8 (3) (2017)
Juliano Efson Sales, Siegfried Handschuh, André Freitas
SemEval-2017 Task 11: End-User Development using Natural Language. SemEval@ACL (2017)
Christina Niklaus, Bernhard Bermeitinger, Siegfried Handschuh, André Freitas
A Sentence Simplification System for Improving Relation Extraction. CoRR (2017)
Bernhard Bermeitinger, Simon Donig, Maria Christoforaki, André Freitas, Siegfried Handschuh
Object Classification in Images of Neoclassical Artifacts Using Deep Learning. DH (2017)
Siamak Barzegar, André Freitas, Siegfried Handschuh, Brian Davis
Composite Semantic Relation Classification. NLDB (2017)
Frederico Tommasi Caroli, André Freitas, João Carlos Pereira da Silva, Siegfried Handschuh
NNBlocks: A Deep Learning Framework for Computational Linguistics Neural Network Models. LREC (2016)
Eduardo Haruo Kamioka, André Freitas, Frederico Tommasi Caroli, Siegfried Handschuh
Determining Data Relevance Using Semantic Types and Graphical Interpretation Cues. IDA (2016)
Juliano Efson Sales, André Freitas, Brian Davis, Siegfried Handschuh
A Compositional-Distributional Semantic Model for Searching Complex Entity Categories. *SEM@ACL (2016)
Manuela Hürlimann, Brian Davis, Keith Cortis, André Freitas, Siegfried Handschuh, Sergio Fernández
A Twitter Sentiment Gold Standard for the Brexit Referendum. SEMANTiCS (2016)
Patricia Charlton, Anne Preston, Charalampos Karagiannidis, Christos Kouroupetroglou, Muriel Grenon, Siegfried Handschuh, Adamantios Koumpis
Use of the Curiosity Cabinet metaphor to support inclusive learning. DSAI (2016)
Vivian Dos Santos Silva, Manuela Hürlimann, Brian Davis, Siegfried Handschuh, André Freitas
Semantic Relation Classification: Task Formalisation and Refinement. CogALex@COLING (2016)
Vivian Dos Santos Silva, André Freitas, Siegfried Handschuh
Word Tagging with Foundational Ontology Classes: Extending the WordNet-DOLCE Mapping to Verbs. EKAW (2016)
Chris Biemann, André Freitas, Siegfried Handschuh, Elisabeth Métais, Farid Meziane
Preface. Data Knowl. Eng. 106 (2016)
Vivian Dos Santos Silva, Siegfried Handschuh, André Freitas
Categorization of Semantic Roles for Dictionary Definitions. CogALex@COLING (2016)
Christina Niklaus, Bernhard Bermeitinger, Siegfried Handschuh, André Freitas
A Sentence Simplification System for Improving Relation Extraction. COLING (Demos) (2016)
André Freitas, Siamak Barzegar, Juliano Efson Sales, Siegfried Handschuh, Brian Davis
Semantic Relatedness for All (Languages): A Comparative Analysis of Multilingual Semantic Relatedness Using Machine Translation. EKAW (2016)
Sander Smit, Garyfallos Fragidis, Siegfried Handschuh, Adamantios Koumpis
Business Model Boutique: A Prêt-à-Porter Solution for Business Model Innovation in SMEs. PRO-VE (2016)
Siegfried Handschuh, Simon Donig, Adamantios Koumpis, Hanna Diamond
Documenting the pain: Sharing Second World War survivors' stories to help meaning making and lessons learning through curating trans-European digital narrative trajectories. DH (2016)
Oya Deniz Beyan, Siegfried Handschuh, Adamantios Koumpis, Garyfallos Fragidis, Stefan Decker
A Framework for Applying Data Integration and Curation Pipelines to Support Integration of Migrants and Refugees in Europe. PRO-VE (2016)

Siegfried Handschuh.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Siegfried Handschuh